Package evaluation of StateSpaceDynamics on Julia 1.13.0-DEV.791 (d5209bd37d*) started at 2025-07-04T15:43:50.695 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 7.83s ################################################################################ # Installation # Installing StateSpaceDynamics... Resolving package versions... Installed StateSpaceDynamics ─ v0.1.1 Updating `~/.julia/environments/v1.13/Project.toml` [19cf8126] + StateSpaceDynamics v0.1.1 Updating `~/.julia/environments/v1.13/Manifest.toml` [47edcb42] + ADTypes v1.15.0 [79e6a3ab] + Adapt v4.3.0 [66dad0bd] + AliasTables v1.1.3 [4fba245c] + ArrayInterface v7.19.0 [4c555306] + ArrayLayouts v1.11.1 [bbf7d656] + CommonSubexpressions v0.3.1 [34da2185] + Compat v4.17.0 [187b0558] + ConstructionBase v1.6.0 [9a962f9c] + DataAPI v1.16.0 [864edb3b] + DataStructures v0.18.22 [163ba53b] + DiffResults v1.1.0 [b552c78f] + DiffRules v1.15.1 [a0c0ee7d] + DifferentiationInterface v0.7.1 [31c24e10] + Distributions v0.25.120 [ffbed154] + DocStringExtensions v0.9.5 [4e289a0a] + EnumX v1.0.5 [1a297f60] + FillArrays v1.13.0 [6a86dc24] + FiniteDiff v2.27.0 ⌅ [f6369f11] + ForwardDiff v0.10.38 [34004b35] + HypergeometricFunctions v0.3.28 [92d709cd] + IrrationalConstants v0.2.4 [692b3bcd] + JLLWrappers v1.7.0 [d3d80556] + LineSearches v7.4.0 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [e1d29d7a] + Missings v1.2.0 [d41bc354] + NLSolversBase v7.10.0 [77ba4419] + NaNMath v1.1.3 [429524aa] + Optim v1.13.2 [bac558e1] + OrderedCollections v1.8.1 [90014a1f] + PDMats v0.11.35 [d96e819e] + Parameters v0.12.3 [85a6dd25] + PositiveFactorizations v0.2.4 [aea7be01] + PrecompileTools v1.3.2 [21216c6a] + Preferences v1.4.3 [92933f4c] + ProgressMeter v1.10.4 [43287f4e] + PtrArrays v1.3.0 [1fd47b50] + QuadGK v2.11.2 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.8.0 [efcf1570] + Setfield v1.1.2 [a2af1166] + SortingAlgorithms v1.2.1 [276daf66] + SpecialFunctions v2.5.1 [19cf8126] + StateSpaceDynamics v0.1.1 [90137ffa] + StaticArrays v1.9.13 [1e83bf80] + StaticArraysCore v1.4.3 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.1 [2913bbd2] + StatsBase v0.34.5 [4c63d2b9] + StatsFuns v1.5.0 [3a884ed6] + UnPack v1.0.2 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [9fa8497b] + Future v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.12.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.12.0 [d6f4376e] + Markdown v1.11.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.12.0 [f489334b] + StyledStrings v1.11.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [4536629a] + OpenBLAS_jll v0.3.29+0 [05823500] + OpenLibm_jll v0.8.5+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [8e850b90] + libblastrampoline_jll v5.13.1+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m` Building StateSpaceDynamics → `~/.julia/scratchspaces/44cfe95a-1eb2-52ea-b672-e2afdf69b78f/0ec6b0fe096ace18afbae1bd8cfc34fe6bef7436/build.log` Installation completed after 9.2s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 56.02s ################################################################################ # Testing # Testing StateSpaceDynamics Status `/tmp/jl_274pS2/Project.toml` [4c88cf16] Aqua v0.8.13 [336ed68f] CSV v0.10.15 [a2441757] Coverage v1.6.1 [a93c6f00] DataFrames v1.7.0 [31c24e10] Distributions v0.25.120 ⌅ [f6369f11] ForwardDiff v0.10.38 [98e50ef6] JuliaFormatter v2.1.2 [23992714] MAT v0.10.7 [429524aa] Optim v1.13.2 [276daf66] SpecialFunctions v2.5.1 [19cf8126] StateSpaceDynamics v0.1.1 [4c63d2b9] StatsFuns v1.5.0 [37e2e46d] LinearAlgebra v1.12.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_274pS2/Manifest.toml` [47edcb42] ADTypes v1.15.0 [79e6a3ab] Adapt v4.3.0 [66dad0bd] AliasTables v1.1.3 [4c88cf16] Aqua v0.8.13 [4fba245c] ArrayInterface v7.19.0 [4c555306] ArrayLayouts v1.11.1 [d1d4a3ce] BitFlags v0.1.9 [e1450e63] BufferedStreams v1.2.2 [336ed68f] CSV v0.10.15 [944b1d66] CodecZlib v0.7.8 [a80b9123] CommonMark v0.9.1 [bbf7d656] CommonSubexpressions v0.3.1 [34da2185] Compat v4.17.0 [f0e56b4a] ConcurrentUtilities v2.5.0 [187b0558] ConstructionBase v1.6.0 [a2441757] Coverage v1.6.1 [c36e975a] CoverageTools v1.3.2 [a8cc5b0e] Crayons v4.1.1 [9a962f9c] DataAPI v1.16.0 [a93c6f00] DataFrames v1.7.0 [864edb3b] DataStructures v0.18.22 [e2d170a0] DataValueInterfaces v1.0.0 [163ba53b] DiffResults v1.1.0 [b552c78f] DiffRules v1.15.1 [a0c0ee7d] DifferentiationInterface v0.7.1 [31c24e10] Distributions v0.25.120 [ffbed154] DocStringExtensions v0.9.5 [4e289a0a] EnumX v1.0.5 [460bff9d] ExceptionUnwrapping v0.1.11 [48062228] FilePathsBase v0.9.24 [1a297f60] FillArrays v1.13.0 [6a86dc24] FiniteDiff v2.27.0 ⌅ [f6369f11] ForwardDiff v0.10.38 [c27321d9] Glob v1.3.1 [f67ccb44] HDF5 v0.17.2 [cd3eb016] HTTP v1.10.17 [34004b35] HypergeometricFunctions v0.3.28 [842dd82b] InlineStrings v1.4.4 [41ab1584] InvertedIndices v1.3.1 [92d709cd] IrrationalConstants v0.2.4 [82899510] IteratorInterfaceExtensions v1.0.0 [692b3bcd] JLLWrappers v1.7.0 [682c06a0] JSON v0.21.4 [98e50ef6] JuliaFormatter v2.1.2 ⌅ [70703baa] JuliaSyntax v0.4.10 [b964fa9f] LaTeXStrings v1.4.0 [d3d80556] LineSearches v7.4.0 [2ab3a3ac] LogExpFunctions v0.3.29 [e6f89c97] LoggingExtras v1.1.0 [23992714] MAT v0.10.7 [3da0fdf6] MPIPreferences v0.1.11 [1914dd2f] MacroTools v0.5.16 [739be429] MbedTLS v1.1.9 [e1d29d7a] Missings v1.2.0 [d41bc354] NLSolversBase v7.10.0 [77ba4419] NaNMath v1.1.3 [4d8831e6] OpenSSL v1.5.0 [429524aa] Optim v1.13.2 [bac558e1] OrderedCollections v1.8.1 [90014a1f] PDMats v0.11.35 [d96e819e] Parameters v0.12.3 [69de0a69] Parsers v2.8.3 [2dfb63ee] PooledArrays v1.4.3 [85a6dd25] PositiveFactorizations v0.2.4 [aea7be01] PrecompileTools v1.3.2 [21216c6a] Preferences v1.4.3 [08abe8d2] PrettyTables v2.4.0 [92933f4c] ProgressMeter v1.10.4 [43287f4e] PtrArrays v1.3.0 [1fd47b50] QuadGK v2.11.2 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [79098fc4] Rmath v0.8.0 [91c51154] SentinelArrays v1.4.8 [efcf1570] Setfield v1.1.2 [777ac1f9] SimpleBufferStream v1.2.0 [a2af1166] SortingAlgorithms v1.2.1 [276daf66] SpecialFunctions v2.5.1 [19cf8126] StateSpaceDynamics v0.1.1 [90137ffa] StaticArrays v1.9.13 [1e83bf80] StaticArraysCore v1.4.3 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.1 [2913bbd2] StatsBase v0.34.5 [4c63d2b9] StatsFuns v1.5.0 [892a3eda] StringManipulation v0.4.1 [3783bdb8] TableTraits v1.0.1 [bd369af6] Tables v1.12.1 [3bb67fe8] TranscodingStreams v0.11.3 [5c2747f8] URIs v1.6.1 [3a884ed6] UnPack v1.0.2 [ea10d353] WeakRefStrings v1.4.2 [76eceee3] WorkerUtilities v1.6.1 [0234f1f7] HDF5_jll v1.14.6+0 [e33a78d0] Hwloc_jll v2.12.1+0 [7cb0a576] MPICH_jll v4.3.1+0 [f1f71cc9] MPItrampoline_jll v5.5.4+0 [c8ffd9c3] MbedTLS_jll v2.28.6+2 [9237b28f] MicrosoftMPI_jll v10.1.4+3 [fe0851c0] OpenMPI_jll v5.0.8+0 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [477f73a3] libaec_jll v1.1.3+0 [0dad84c5] ArgTools v1.1.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [f43a241f] Downloads v1.7.0 [7b1f6079] FileWatching v1.11.0 [9fa8497b] Future v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.12.0 [4af54fe1] LazyArtifacts v1.11.0 [b27032c2] LibCURL v0.6.4 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.12.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [a63ad114] Mmap v1.11.0 [ca575930] NetworkOptions v1.3.0 [44cfe95a] Pkg v1.13.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.12.0 [f489334b] StyledStrings v1.11.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] LibCURL_jll v8.14.1+1 [e37daf67] LibGit2_jll v1.9.1+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.5.20 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.5+0 [458c3c95] OpenSSL_jll v3.5.0+0 [efcefdf7] PCRE2_jll v10.45.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.1+2 [8e850b90] libblastrampoline_jll v5.13.1+0 [8e850ede] nghttp2_jll v1.65.0+0 [3f19e933] p7zip_jll v17.5.0+2 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... Precompiling packages... 86970.3 ms ✓ DataFrames 1 dependency successfully precompiled in 87 seconds. 34 already precompiled. Precompiling packages... 5044.0 ms ✓ MPItrampoline_jll 5104.3 ms ✓ OpenMPI_jll 8118.4 ms ✓ MAT 3 dependencies successfully precompiled in 18 seconds. 46 already precompiled. Test Summary: | Pass Total Time Package Wide Tests | 11 11 1m28.4s Test Summary: | Pass Total Time SLDS Tests | 4062 4062 1m55.8s Fitting LDS via EM... 6%|███ | ETA: 0:00:02 (16.71 ms/it) Fitting LDS via EM... 100%|██████████████████████████████████████████████████| Time: 0:00:00 ( 8.94 ms/it) Fitting LDS via EM... 6%|███ | ETA: 0:00:02 (19.78 ms/it) Fitting LDS via EM... 12%|██████ | ETA: 0:00:02 (22.84 ms/it) Fitting LDS via EM... 18%|█████████ | ETA: 0:00:02 (21.81 ms/it) Fitting LDS via EM... 24%|████████████ | ETA: 0:00:02 (21.23 ms/it) Fitting LDS via EM... 28%|██████████████ | ETA: 0:00:02 (22.07 ms/it) Fitting LDS via EM... 34%|█████████████████ | ETA: 0:00:01 (21.30 ms/it) Fitting LDS via EM... 40%|████████████████████ | ETA: 0:00:01 (20.79 ms/it) Fitting LDS via EM... 46%|███████████████████████ | ETA: 0:00:01 (20.85 ms/it) Fitting LDS via EM... 51%|█████████████████████████▌ | ETA: 0:00:01 (20.82 ms/it) Fitting LDS via EM... 56%|████████████████████████████ | ETA: 0:00:01 (21.08 ms/it) Fitting LDS via EM... 62%|███████████████████████████████ | ETA: 0:00:01 (20.79 ms/it) Fitting LDS via EM... 68%|██████████████████████████████████ | ETA: 0:00:01 (20.75 ms/it) Fitting LDS via EM... 73%|████████████████████████████████████▌ | ETA: 0:00:01 (20.98 ms/it) Fitting LDS via EM... 78%|███████████████████████████████████████ | ETA: 0:00:00 (20.94 ms/it) Fitting LDS via EM... 83%|█████████████████████████████████████████▌ | ETA: 0:00:00 (21.15 ms/it) Fitting LDS via EM... 88%|████████████████████████████████████████████ | ETA: 0:00:00 (21.12 ms/it) Fitting LDS via EM... 94%|███████████████████████████████████████████████ | ETA: 0:00:00 (21.02 ms/it) Fitting LDS via EM... 99%|█████████████████████████████████████████████████▌| ETA: 0:00:00 (21.15 ms/it) Fitting LDS via EM... 100%|██████████████████████████████████████████████████| Time: 0:00:02 (21.13 ms/it) Test Summary: | Pass Total Time GaussianLDS Tests | 66 66 1m47.0s WARNING: Method definition test_Gradient() in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/GaussianLDS.jl:78 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/PoissonLDS.jl:68. WARNING: Method definition test_Hessian() in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/GaussianLDS.jl:94 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/PoissonLDS.jl:84. WARNING: Method definition test_smooth() in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/GaussianLDS.jl:117 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/PoissonLDS.jl:109. WARNING: Method definition test_initial_observation_parameter_updates() in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/GaussianLDS.jl:158 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/PoissonLDS.jl:161. WARNING: Method definition test_initial_observation_parameter_updates(Int64) in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/GaussianLDS.jl:158 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/PoissonLDS.jl:161. WARNING: Method definition test_state_model_parameter_updates() in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/GaussianLDS.jl:195 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/PoissonLDS.jl:198. WARNING: Method definition test_state_model_parameter_updates(Int64) in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/GaussianLDS.jl:195 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/PoissonLDS.jl:198. WARNING: Method definition test_EM() in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/GaussianLDS.jl:285 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/PoissonLDS.jl:237. WARNING: Method definition test_EM(Int64) in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/GaussianLDS.jl:285 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/PoissonLDS.jl:237. Fitting Poisson LDS via LaPlaceEM... 2%|█ | ETA: 0:00:15 ( 0.15 s/it) Fitting Poisson LDS via LaPlaceEM... 5%|██▌ | ETA: 0:00:08 (81.52 ms/it) Fitting Poisson LDS via LaPlaceEM... 8%|████ | ETA: 0:00:06 (63.87 ms/it) Fitting Poisson LDS via LaPlaceEM... 11%|█████▌ | ETA: 0:00:05 (59.96 ms/it) Fitting Poisson LDS via LaPlaceEM... 14%|███████ | ETA: 0:00:05 (54.29 ms/it) Fitting Poisson LDS via LaPlaceEM... 17%|████████▌ | ETA: 0:00:04 (50.66 ms/it) Fitting Poisson LDS via LaPlaceEM... 20%|██████████ | ETA: 0:00:04 (49.40 ms/it) Fitting Poisson LDS via LaPlaceEM... 22%|███████████ | ETA: 0:00:04 (52.44 ms/it) Fitting Poisson LDS via LaPlaceEM... 25%|████████████▌ | ETA: 0:00:04 (50.23 ms/it) Fitting Poisson LDS via LaPlaceEM... 28%|██████████████ | ETA: 0:00:03 (48.51 ms/it) Fitting Poisson LDS via LaPlaceEM... 31%|███████████████▌ | ETA: 0:00:03 (47.17 ms/it) Fitting Poisson LDS via LaPlaceEM... 34%|█████████████████ | ETA: 0:00:03 (46.74 ms/it) Fitting Poisson LDS via LaPlaceEM... 38%|███████████████████ | ETA: 0:00:03 (45.30 ms/it) Fitting Poisson LDS via LaPlaceEM... 42%|█████████████████████ | ETA: 0:00:03 (44.58 ms/it) Fitting Poisson LDS via LaPlaceEM... 46%|███████████████████████ | ETA: 0:00:02 (43.33 ms/it) Fitting Poisson LDS via LaPlaceEM... 50%|█████████████████████████ | ETA: 0:00:02 (42.77 ms/it) Fitting Poisson LDS via LaPlaceEM... 54%|███████████████████████████ | ETA: 0:00:02 (41.98 ms/it) Fitting Poisson LDS via LaPlaceEM... 57%|████████████████████████████▌ | ETA: 0:00:02 (42.01 ms/it) Fitting Poisson LDS via LaPlaceEM... 61%|██████████████████████████████▌ | ETA: 0:00:02 (41.32 ms/it) Fitting Poisson LDS via LaPlaceEM... 64%|████████████████████████████████ | ETA: 0:00:01 (41.03 ms/it) Fitting Poisson LDS via LaPlaceEM... 67%|█████████████████████████████████▌ | ETA: 0:00:01 (41.03 ms/it) Fitting Poisson LDS via LaPlaceEM... 71%|███████████████████████████████████▌ | ETA: 0:00:01 (40.59 ms/it) Fitting Poisson LDS via LaPlaceEM... 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LaPlaceEM... 79%|███████████████████████████████████████▌ | ETA: 0:00:03 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 80%|████████████████████████████████████████ | ETA: 0:00:03 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 81%|████████████████████████████████████████▌ | ETA: 0:00:03 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 82%|█████████████████████████████████████████ | ETA: 0:00:02 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 83%|█████████████████████████████████████████▌ | ETA: 0:00:02 ( 0.13 s/it) Fitting Poisson LDS via LaPlaceEM... 84%|██████████████████████████████████████████ | ETA: 0:00:02 ( 0.13 s/it) Fitting Poisson LDS via LaPlaceEM... 85%|██████████████████████████████████████████▌ | ETA: 0:00:02 ( 0.13 s/it) Fitting Poisson LDS via LaPlaceEM... 86%|███████████████████████████████████████████ | ETA: 0:00:02 ( 0.13 s/it) Fitting Poisson LDS via LaPlaceEM... 87%|███████████████████████████████████████████▌ | ETA: 0:00:02 ( 0.13 s/it) Fitting Poisson LDS via LaPlaceEM... 88%|████████████████████████████████████████████ | ETA: 0:00:02 ( 0.13 s/it) Fitting Poisson LDS via LaPlaceEM... 100%|██████████████████████████████████████████████████| Time: 0:00:18 ( 0.18 s/it) Test Summary: | Pass Total Time PoissonLDS Tests | 62 62 2m31.0s Running EM algorithm... 2%|█ | ETA: 0:02:45 ( 1.69 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:01:58 ( 1.21 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:03 (36.37 ms/it) ┌ Warning: User did not provide as many emmission models as the function expects (K=2). │ Filling in the rest with deep copies of the provided emission model. │ If this is not the desired behavior, specify all the emission models in the 'B=Vector{EmissionModel}' argument │ rather than 'emission' └ @ StateSpaceDynamics ~/.julia/packages/StateSpaceDynamics/zrsML/src/HiddenMarkovModels.jl:75 Test Summary: | Pass Total Time GaussianHMM Tests | 21 21 42.3s Running EM algorithm... 1%|▌ | ETA: 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100%|██████████████████████████████████████████████████| Time: 0:00:13 (68.73 ms/it) Test Summary: | Pass Total Time Switching Bernoulli Regression Tests | 8 8 29.0s Iteration: 1, Log-likelihood: -26.34310276449385 Iteration: 2, Log-likelihood: -26.343102764493846 Convergence reached at iteration 2 Iteration: 1, Log-likelihood: -23.42421831434552 Iteration: 1, Log-likelihood: -21.87066450114472 Iteration: 1, Log-likelihood: -17.6556309658702 Iteration: 1, Log-likelihood: -12.33125068667839 Iteration: 1, Log-likelihood: -12.028154974456156 Iteration: 1, Log-likelihood: -11.403884696139105 Iteration: 1, Log-likelihood: -10.178599586017693 Iteration: 1, Log-likelihood: -9.58933961755504 Iteration: 1, Log-likelihood: -9.584948713252581 Iteration: 1, Log-likelihood: -9.584941707413767 Iteration: 1, Log-likelihood: -1399.1561372136018 Iteration: 2, Log-likelihood: -1398.5380025031411 Iteration: 3, Log-likelihood: -1398.366915812932 Iteration: 4, Log-likelihood: -1398.3116833797942 Iteration: 5, Log-likelihood: -1398.2922433350006 Iteration: 6, Log-likelihood: -1398.2850458074909 Iteration: 7, Log-likelihood: -1398.2822937321253 Iteration: 8, Log-likelihood: -1398.2812149435513 Iteration: 9, Log-likelihood: -1398.2807800495762 Convergence reached at iteration 9 Iteration: 1, Log-likelihood: -1399.2482693495951 Iteration: 1, Log-likelihood: -1399.1499454569107 Iteration: 1, Log-likelihood: -1399.0874752464151 Iteration: 1, Log-likelihood: -1399.0472949487046 Iteration: 1, Log-likelihood: -1399.0210762472575 Iteration: 1, Log-likelihood: -1399.0036365505757 Iteration: 1, Log-likelihood: -1398.9917236561316 Iteration: 1, Log-likelihood: -1398.98328722274 Iteration: 1, Log-likelihood: -1398.9770320358764 Iteration: 1, Log-likelihood: -1398.9721397547635 Iteration: 1, Log-likelihood: -906.3514817163317 Iteration: 2, Log-likelihood: -903.6217751459379 Iteration: 3, Log-likelihood: -902.4743678989654 Iteration: 4, Log-likelihood: -901.9993204190648 Iteration: 5, Log-likelihood: -901.7949533301917 Iteration: 6, Log-likelihood: -901.7003030372016 Iteration: 7, Log-likelihood: -901.6510569179819 Iteration: 8, Log-likelihood: -901.6210381318655 Iteration: 9, Log-likelihood: -901.5994197689151 Iteration: 10, Log-likelihood: -901.581676262331 Iteration: 1, Log-likelihood: -904.2514297185572 Iteration: 1, Log-likelihood: -903.2901069237334 Iteration: 1, Log-likelihood: -902.8750509999526 Iteration: 1, Log-likelihood: -902.5620288520835 Iteration: 1, Log-likelihood: -902.3149217238251 Iteration: 1, Log-likelihood: -902.11657984821 Iteration: 1, Log-likelihood: -901.9553797797013 Iteration: 1, Log-likelihood: -901.822954559885 Iteration: 1, Log-likelihood: -901.7131285139677 Iteration: 1, Log-likelihood: -901.6212640354145 Test Summary: | Pass Total Time MixtureModels.jl Tests | 129 129 11.7s Test Summary: | Pass Total Time GaussianRegression Tests | 27 27 10.5s Test Summary: | Pass Total Time BernoulliRegression Tests | 24 24 8.1s Test Summary: | Pass Broken Total Time PoissonRegression Tests | 22 2 24 10.7s Test Summary: | Pass Total Time AutoRegression Tests | 4 4 0.1s [-0.20635104050017 -3.2782489880607235 0.2119208690535448 -0.030410135327087362 0.6032262430818519 0.9036359959800511 -0.6570717446441615 -2.8671070983195803 0.3511183638695836 -0.708942182505379 -1.0073191193019329 2.41525923652187 -1.9622947459868074 0.10616034722525813 -1.5042488831665652 -0.7060062876184586 -2.2668540584095243 -0.8722705825141803 6.033088406573437 -1.2755537165490107 1.8066870245196993 0.3535183417180197 -3.631880114549713 0.3418151018517184 0.0799928736861244 2.6502174141506583 1.4282362757488605 -3.020612154453886 -2.5332916892376502 -1.8018666621491704 -2.9456605077391043 0.343233549471265 -3.1098926211872775 -1.0715276869750168 1.0717802812017931 1.0024709088478803 -1.9552305749165257 -1.5749866673066566 2.511196592179216 -0.05846638948438898 0.4408473359253484 0.7418041618324774 1.3676575978437913 2.4430812995657356 -0.7581302518353399 6.119269171429014 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-3.699758388802401 -1.8677946797367655 -1.4595849145516495 2.38292573591373 -0.4385092363381997 0.9353943702823637 0.575244839456942 0.20809719285036737 1.3621032709666259 -0.7177104398203298 -4.066522542803136 -0.10387191154040676 1.281772126077282 1.6448652375186108 4.0372826560359485 -1.9106872199909954 2.6929791523348396 -0.27115696881900897 4.382223605539388 -1.964395024596432 -4.453545557031656 -0.6465309543157791 -4.468674343066698 2.32888308968272 0.8780546499058149 5.874861489613723 4.225223219138496 2.74393246301682 0.25162631168652455 1.3383117301678025]Test Summary: | Pass Total Time AutoRegressive HMM Tests | 10 10 8.0s Test Summary: | Pass Total Time Utilities.jl Tests | 76 76 7.7s Fitting Probabilistic PCA... 2%|▌ | ETA: 0:00:24 Fitting Probabilistic PCA... 100%|███████████████████████| Time: 0:00:00 Test Summary: | Pass Total Time PPCA Tests | 23 23 10.4s Running EM algorithm... 2%|█ | ETA: 0:01:04 ( 0.65 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:00:56 ( 0.58 s/it) Running EM algorithm... 4%|██ | ETA: 0:00:51 ( 0.53 s/it) Running EM algorithm... 5%|██▌ | ETA: 0:00:48 ( 0.51 s/it) Running EM algorithm... 6%|███ | ETA: 0:00:46 ( 0.49 s/it) Running EM algorithm... 7%|███▌ | ETA: 0:00:45 ( 0.48 s/it) Running EM algorithm... 8%|████ | ETA: 0:00:43 ( 0.47 s/it) Running EM algorithm... 9%|████▌ | ETA: 0:00:42 ( 0.46 s/it) Running EM algorithm... 10%|█████ | ETA: 0:00:41 ( 0.46 s/it) Running EM algorithm... 11%|█████▌ | ETA: 0:00:40 ( 0.45 s/it) Running EM algorithm... 12%|██████ | ETA: 0:00:40 ( 0.45 s/it) Running EM algorithm... 13%|██████▌ | ETA: 0:00:39 ( 0.45 s/it) Running EM algorithm... 14%|███████ | ETA: 0:00:38 ( 0.44 s/it) Running EM algorithm... 15%|███████▌ | ETA: 0:00:38 ( 0.44 s/it) Running EM algorithm... 16%|████████ | ETA: 0:00:37 ( 0.44 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:07 (70.51 ms/it) Running EM algorithm... 2%|█ | ETA: 0:00:27 ( 0.28 s/it) Running EM algorithm... 5%|██▌ | ETA: 0:00:14 ( 0.15 s/it) Running EM algorithm... 8%|████ | ETA: 0:00:10 ( 0.11 s/it) Running EM algorithm... 11%|█████▌ | ETA: 0:00:08 (88.15 ms/it) Running EM algorithm... 14%|███████ | ETA: 0:00:07 (81.57 ms/it) Running EM algorithm... 17%|████████▌ | ETA: 0:00:06 (74.80 ms/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:01 (12.72 ms/it) Test Summary: | Pass Total Time Viterbi and Class Probability Tests | 37 37 17.7s Testing StateSpaceDynamics tests passed Testing completed after 794.45s PkgEval succeeded after 892.12s